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tensorflow-2.x-tutorials

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。

tensorflow-object-detection-api-train-model

Train a object detection model with the Tensorflow Object Detection API and Tensorflow 2.

tensorflow2_tutorials_chinese

tensorflow2中文教程，持续更新(当前版本:tensorflow2.0)，tag: tensorflow 2.0 tutorials

tf2-yolov4

A TensorFlow 2.0 implementation of YOLOv4: Optimal Speed and Accuracy of Object Detection

tfjs

A WebGL accelerated, browser based JavaScript library for training and deploying ML models.

traffic-behavior-simulation

traffic-net

A dataset of traffic, fire and accident images for training deep learning models.

traffic4d-release

Traffic4D: Single View Reconstruction of Repetitious Activity Using Longitudinal Self-Supervision

veri-wild

A Large-Scale Dataset for Vehicle Re-Identification in the Wild

video-classification-cnn-and-lstm-

To classify video into various classes using keras library with tensorflow as back-end.

video_pipe_c

a plugin-oriented framework for video structured. 国产程序员请加微信zhzhi78拉群交流。

vision_transformer

visual-recognition-coreml

Classify images offline using Watson Visual Recognition and Core ML

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

vtgnet

VTGNet: A Vision-based Trajectory Generation Network for Autonomous Vehicles in Urban Environments

yolact

A simple, fully convolutional model for real-time instance segmentation.

yolo-fastestv2

:zap: Based on Yolo's low-power, ultra-lightweight universal target detection algorithm, the parameter is only 250k, and the speed of the smart phone mobile terminal can reach ~300fps+

yolo4_tensorflow2

yolo 4th edition implemented by tensorflow2.0

yolop

You Only Look Once for Panopitic Driving Perception.（https://arxiv.org/abs/2108.11250）

yolos

You Only Look at One Sequence (https://arxiv.org/abs/2106.00666)

yolov3-channel-and-layer-pruning

yolov3 yolov4 channel and layer pruning, Knowledge Distillation 层剪枝，通道剪枝，知识蒸馏

yolov3-model-pruning

在 oxford hand 数据集上对 YOLOv3 做模型剪枝（network slimming）

yolov4-deepsort

Object tracking implemented with YOLOv4, DeepSort, and TensorFlow.

yolov4-pytorch

这是一个YoloV4-pytorch的源码，可以用于训练自己的模型。

yolov5-deepsort-fastreid

yolov5-lite

🍅🍅🍅YOLOv5-Lite: lighter, faster and easier to deploy. Evolved from yolov5 and the size of model is only 1.7M (int8) and 3.3M (fp16). It can reach 10+ FPS on the Raspberry Pi 4B when the input size is 320×320~

yolov5-rt-stack

Yet another yolov5, with its runtime stack for libtorch, onnx and specialized accelerators. You like torchvision's retinanet? You like yolov5? You love yolov5rt!

yolov5_deepsort_pytorch

Real-time multi-person tracker using YOLO v5 and deep sort

yolov6

YOLOv6: a single-stage object detection framework dedicated to industrial application.

yolov7

🔥🔥🔥🔥 YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥